Browse Skills

model-explainer.md

17

1 export model-explainer

2 from "anton-abyzov/specweave"

3 Model interpretability and explainability using SHAP, LIME, feature importance, and partial dependence plots. Activates for "explain model", "model interpretability", "SHAP", "LIME", "feature importance", "why prediction", "model explanation". Generates human-readable explanations for model predictions, critical for trust, debugging, and regulatory compliance.

2026-01-05

dignified-python.md

17

1 export dignified-python

2 from "dagster-io/workstack"

3 Python coding standards with automatic version detection. Use when writing, reviewing, or refactoring Python to ensure adherence to LBYL exception handling patterns, modern type syntax (list[str], str | None), pathlib operations, ABC-based interfaces, absolute imports, and explicit error boundaries at CLI level. Also provides production-tested code smell patterns from Dagster Labs for API design, parameter complexity, and code organization. Essential for maintaining erk's dignified Python standards.

2026-01-05

cloud-pricing.md

17

1 export cloud-pricing

2 from "anton-abyzov/specweave"

3 Expert knowledge of cloud provider pricing models for AWS, Azure, GCP covering compute, storage, database, networking, and serverless services. Includes 2025 pricing data, regional differences, free tiers, pricing calculators, and cost comparison across providers. Activates for cloud pricing, how much does it cost, price comparison, AWS vs Azure vs GCP pricing, pricing calculator, estimate costs, regional pricing, free tier, what's cheaper.

2026-01-05

react-native-setup.md

17

1 export react-native-setup

2 from "anton-abyzov/specweave"

3 Expert in React Native 0.83+ and Expo SDK 54+ environment setup. Helps with Node.js 20+, Xcode 16.1+, Android Studio, watchman, CocoaPods, EAS Build, simulators, emulators, and troubleshooting. Activates for environment setup, installation issues, xcode setup, android studio, simulators, emulators, react-native init, expo init, development environment, SDK configuration, EAS Build, development builds.

2026-01-05

skill-creation-guide.md

17

1 export skill-creation-guide

2 from "notedit/happy-coding-agent"

3 Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

2026-01-05

technical-writing.md

17

1 export technical-writing

2 from "evil-mind-evil-sword/idle"

3 Write clear technical prose. Multi-layer review ensures structure, clarity, and evidence quality.

2026-01-05

progress-sync.md

17

1 export progress-sync

2 from "anton-abyzov/specweave"

3 Comprehensive progress synchronization expert. Explains when and how to use /sw:sync-progress for multi-system sync (tasks → docs → external tools). AUTO-CREATES missing external issues. Activates for sync progress, update progress, sync everything, sync all systems, sync to GitHub, sync to JIRA, how to sync, progress synchronization, multi-system sync, create github issue, no github issue linked.

2026-01-05

sf-data.md

17

1 export sf-data

2 from "Jaganpro/sf-skills"

3 Salesforce data operations expert with 130-point scoring. Use when writing SOQL queries, creating test data, performing bulk data operations, or importing/exporting data via sf CLI.

2026-01-05

kafka-architecture.md

17

1 export kafka-architecture

2 from "anton-abyzov/specweave"

3 Expert knowledge of Apache Kafka architecture, cluster design, capacity planning, partitioning strategies, replication, and high availability. Auto-activates on keywords kafka architecture, cluster sizing, partition strategy, replication factor, kafka ha, kafka scalability, broker count, topic design, kafka performance, kafka capacity planning.

2026-01-05

nvim-context.md

17

1 export nvim-context

2 from "majjoha/dotfiles"

3 Get the current Neovim context as JSON (cursor position, current file, visual selection and diagnostics) to help answer questions about code at the current cursor position, visual selections and diagnostics. Use when users ask about "this line", "current file", "selection" or need context about their Neovim editor state.

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Smart external service connection orchestrator. Automatically detects and uses optimal connection method (MCP > REST API > CLI > Direct). Handles Supabase, Cloudflare, PostgreSQL, MongoDB, Redis, AWS, Vercel. Activates for: connect to database, supabase connection, cloudflare workers, wrangler, postgres connection, mongodb atlas, redis cache, database setup, service integration, MCP setup.

2026-01-05

generate-docs.md

17

1 export generate-docs

2 from "connerohnesorge/conclaude"

3 Generate configuration reference documentation from conclaude-schema.json using src/bin/generate-docs.rs. USE WHEN the schema file changes, configuration options are added/modified, or documentation needs to be regenerated for the website.

2026-01-05

kafka-iac-deployment.md

17

1 export kafka-iac-deployment

2 from "anton-abyzov/specweave"

3 Infrastructure as Code (IaC) deployment expert for Apache Kafka. Guides Terraform deployments across Apache Kafka (KRaft mode), AWS MSK, Azure Event Hubs. Activates for terraform, iac, infrastructure as code, deploy kafka, provision kafka, aws msk, azure event hubs, kafka infrastructure, terraform modules, cloud deployment, kafka deployment automation.

2026-01-05

ado-resource-validator.md

17

1 export ado-resource-validator

2 from "anton-abyzov/specweave"

3 Validates Azure DevOps projects and resources exist, creates missing resources automatically. Smart enough to prompt user to select existing or create new projects. Supports multiple projects for project-per-team strategy, area paths for area-path-based strategy, and teams for team-based strategy. NEW - Per-project configuration support - AZURE_DEVOPS_AREA_PATHS_{ProjectName} and AZURE_DEVOPS_TEAMS_{ProjectName} for hierarchical organization. Activates for ado setup, ado validation, ado configuration, missing ado project, azure devops .env setup, per-project area paths, per-project teams.

2026-01-05

design.md

17

1 export design

2 from "booch/config_files"

3 Software design principles and patterns. This skill should be used when making architectural decisions, designing classes or modules, or evaluating code structure. Use proactively when discussing SOLID principles, coupling, cohesion, connascence, refactoring structure, class design, module boundaries, dependency injection, or the Four Rules of Simple Design. (user)

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Intelligently onboards brownfield projects by merging existing CLAUDE.md backups into SpecWeave structure. Extracts project-specific knowledge, domain context, team conventions, and technical details from backup CLAUDE.md files, then distributes content to appropriate SpecWeave folders without bloating CLAUDE.md. Activates for: merge docs, merge claude, onboard brownfield, import existing docs, claude backup, specweave merge-docs.

2026-01-05

model-evaluator.md

17

1 export model-evaluator

2 from "anton-abyzov/specweave"

3 Comprehensive ML model evaluation with multiple metrics, cross-validation, and statistical testing. Activates for "evaluate model", "model metrics", "model performance", "compare models", "validation metrics", "test accuracy", "precision recall", "ROC AUC". Generates detailed evaluation reports with visualizations and statistical significance tests, integrated with SpecWeave increment documentation.

2026-01-05

zed-logs.md

17

1 export zed-logs

2 from "joelreymont/banjo"

3 Check Zed editor logs for banjo/agent errors. Use when user says "check zed logs", "zed errors", or "what's the zed error".

2026-01-05

screenshot-feature-extractor.md

17

1 export screenshot-feature-extractor

2 from "notedit/happy-coding-agent"

3 Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing competitor product screenshots for feature extraction, (2) Generating PRD/task lists from UI designs, (3) Batch analyzing multiple app screens, (4) Conducting competitive analysis from visual references.

2026-01-05

track-manager.md

17

1 export track-manager

2 from "pilotparpikhodjaev/conductor_cc"

3 Manage Conductor tracks, phases, and tasks. Use when working with track status, updating task markers, or navigating between tracks.

2026-01-05

cli-skill-creator.md

17

1 export cli-skill-creator

2 from "dagster-io/workstack"

3 This skill should be used when creating a skill for a CLI tool. Use when users ask to document a command-line tool, create CLI guidance, or build a skill for terminal commands. Essential for systematically introspecting CLI tools through help text, man pages, GitHub repos, and online research, then organizing findings into effective skill documentation.

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Intelligent multi-project specification splitting and organization. Analyzes user stories to map them to correct projects (FE, BE, MOBILE, INFRA) based on content, tech stack, and component architecture. Creates project-specific folder structure and splits monolithic specs. Activates for multi-project JIRA/GitHub setups, brownfield projects with multiple teams, microservices architecture. Keywords: multi-project, project mapping, spec splitting, JIRA projects, multiple projects, microservices, FE/BE/MOBILE split, intelligent classification.

2026-01-05

researching.md

17

1 export researching

2 from "evil-mind-evil-sword/idle"

3 Comprehensive research with cited sources. Use for complex research that should be verified and persist.

2026-01-05

bmad-method.md

17

1 export bmad-method

2 from "anton-abyzov/specweave"

3 BMAD (Best, Most Appropriate, Design) technology decision framework expert. Helps evaluate technology alternatives, analyze tradeoffs, calculate TCO, assess vendor lock-in, and make data-driven architecture decisions. Activates for technology choices, stack decisions, database selection, cloud provider comparison, framework evaluation, architecture decisions, BMAD, best practices, most appropriate, design decisions, technology tradeoffs.

2026-01-05